Orange Business Adds AI Deepfake Detection to Stack
Orange Business integrates deepfake detection into its enterprise security portfolio, signaling growing demand for AI-powered authenticity tools in corporate communications and fraud prevention.
RSA 2025: How CISOs Are Tackling Deepfake Threats
At RSA Conference 2025, CISOs revealed how they're restructuring security operations to combat deepfake attacks targeting enterprise authentication and communications.
Modulate's Velma Deepfake Detect Targets Synthetic Voice
Modulate launches Velma Deepfake Detect, a tool focused on identifying AI-generated synthetic voices in real time, addressing growing concerns about voice cloning fraud and audio deepfakes.
Liquid AI's LFM2.5-350M: Big Performance, Tiny Model
Liquid AI releases a 350M parameter model trained on 28 trillion tokens with scaled reinforcement learning, challenging assumptions about what compact models can achieve.
OneComp: One-Line Model Compression for Generative AI
A new framework called OneComp promises to compress generative AI models with a single line of code, potentially making diffusion and video generation models far more deployable at the edge.
Self-Organizing LLM Agents Beat Designed Hierarchies
New research shows LLM agents that self-organize without predefined roles or hierarchies consistently outperform carefully designed multi-agent structures across collaborative tasks.
Why LLM Benchmarks May Be Fundamentally Flawed
A growing critique argues that popular LLM benchmarks suffer from deep methodological flaws — contamination, metric gaming, and poor real-world correlation — raising questions about how we evaluate AI.
Runway Launches $10M Fund for Early-Stage AI Startups
AI video generation leader Runway has announced a $10M investment fund and Builders program targeting early-stage AI startups, signaling a strategic push to cultivate the next wave of creative AI tools and synthetic media innovation.
RoPE Explained: The Matrix Math Behind Every LLM
Rotary Position Embeddings power every major LLM, yet few tutorials show the actual matrix math. This deep dive walks through the linear algebra that makes modern transformers understand sequence order.
The Sandwich Theory: How Voice AI Systems Work
A technical breakdown of modern voice AI architecture reveals a three-layer 'sandwich' of ASR, LLM reasoning, and TTS synthesis — the same pipeline powering voice cloning and real-time conversational AI.
Markdown Training Leaves Fingerprints in LLM Text
New research reveals how markdown-heavy training data creates detectable stylistic patterns in LLM output, offering insights for AI-generated text detection and digital authenticity verification.
EU AI Act Article 50: Structural Compliance Gaps Found
New research reveals significant structural gaps in EU AI Act Article 50 transparency requirements for AI-generated content, raising questions about enforceability of labeling mandates for deepfakes and synthetic media.